Commit Graph
440 Commits
Author SHA1 Message Date
raviguptaamd 7075df79b3 [ROCm] Enable DBO (Dynamic Batch Optimization) on ROCm (#34726)
Signed-off-by: raviguptaamd <ravi.gupta@amd.com>
2026-05-01 09:18:30 +00:00
cb1b02d0e8 [Frontend] Add VLLM_SKIP_MODEL_NAME_VALIDATION environment variable (#34676)
Signed-off-by: Dhruv Singal <dhruvsingalabc@gmail.com>
Signed-off-by: Dhruv Singal <dsingal@Dhruvs-MacBook-Pro.local>
Signed-off-by: Your Name <you@example.com>
Signed-off-by: vLLM Assistant <assistant@vllm.ai>
Signed-off-by: Simon Mo <simon.mo@hey.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
Co-authored-by: Dhruv Singal <dsingal@Dhruvs-MacBook-Pro.local>
Co-authored-by: Your Name <you@example.com>
Co-authored-by: OpenCode <noreply@openai.com>
Co-authored-by: Simon Mo <simon.mo@hey.com>
2026-04-29 23:19:09 -07:00
Hemanth Acharya 6841f5dc77 [ROCm] Add env flags to disable dynamic MXFP4 quant and enable AITER tuned GEMMs for Attention Projection Layers (#39987)
Signed-off-by: Hemanth Acharya <heachary@amd.com>
2026-04-29 16:07:46 -07:00
Artem Perevedentsev b92ef9ec5a [Perf] Enable FlashInfer top-k/top-p sampler by default (#40376)
Signed-off-by: Artem Perevedentsev <aperevedents@nvidia.com>
2026-04-29 19:10:34 +04:00
Jinzhen Lin 9f771b3ab9 [Quantization] add humming quantization kernel (#34556) 2026-04-24 09:29:44 -04:00
Shengqi ChenandClaude Opus 4.6 3ed5231c6a [Build] Switch default CUDA to 13.0, update CUDA architecture lists, clean up stale build-args (#39878)
Signed-off-by: Shengqi Chen <harry-chen@outlook.com>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-04-23 15:51:28 +08:00
6f2c71be8f [Multimodal] Add PyAV video backend for concurrent video decoding (#39986)
Signed-off-by: Jaseel Muhammad <jaseel.muhammad@mbzuai.ac.ae>
Signed-off-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
2026-04-21 20:14:57 -07:00
Matthew BonanniandTyler Michael Smith 96a85c5750 [Startup][UX] Enable CUDAGraph memory profiling by default (#38284)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
2026-04-21 18:16:59 -04:00
wang.yuqi 3975eb6de6 Revert "[Startup] Parallelize torch/transformers import + weight prefetch + forkserver prewarm" (#40438)
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
2026-04-21 08:47:18 +00:00
Simon Mo 8256833fe6 [Startup] Parallelize torch/transformers import + weight prefetch + forkserver prewarm (#40331)
Signed-off-by: simon-mo <simon@inferact.ai>
2026-04-21 10:49:32 +08:00
bnellnmandRobert Shaw e1e318af01 [MoE Refactor] Remove MoE DP chunking (#39107)
Signed-off-by: Bill Nell <bnell@redhat.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
2026-04-14 09:48:05 -04:00
Zhengxu Chenandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com> cae984060f [compile] Enable AOT compile with batch invariance mode. (#39201)
Signed-off-by: zhxchen17 <zhxchen17@fb.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-04-12 19:58:33 -07:00
Jee Jee Li 715681c127 [LoRA] Support dual CUDA streams-Linear Layer (#35721)
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
2026-04-13 10:57:07 +08:00
Richard Zou f44afef6d6 [compile] Allow strings in custom ops without regressing compilation times (#38123)
Signed-off-by: Richard Zou <zou3519@gmail.com>
2026-04-10 07:26:37 +00:00
fxmarty-amdandKyle Sayers 00d7b497b3 [NVFP4] Support NVFP4 dense models from modelopt and compressed-tensors on AMD Instinct MI300, MI355X and Hopper through emulation (#35733)
Signed-off-by: Felix Marty <Felix.Marty@amd.com>
Signed-off-by: fxmarty-amd <felmarty@amd.com>
Co-authored-by: Kyle Sayers <kylesayrs@gmail.com>
2026-04-06 16:18:27 -06:00
Nicolò Lucchesi 66e86f1dbd [Kernel] Mamba support different layout for Conv state (#37416) 2026-04-03 01:50:09 +02:00
Li, Jiang c6f722b93e [CPU] Support gelu act in cpu_fused_moe (#38770)
Signed-off-by: jiang1.li <jiang1.li@intel.com>
2026-04-02 14:14:32 +08:00
Jeffrey Wang de5e6c44c6 [Feat][Executor] Introduce RayExecutorV2 (#36836)
Signed-off-by: Jeffrey Wang <jeffreywang@anyscale.com>
2026-04-01 14:34:29 -07:00
Lucas Wilkinson eb47454987 [Bugfix][MLA] Add logits size budget to sparse indexer prefill chunking (#36178)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
2026-04-01 00:15:53 -04:00
Yifan Qiao 91e4521f9f [Feat][v1] Simple yet General CPU KV Cache Offloading (#37160)
Signed-off-by: Yifan Qiao <yifanqiao@berkeley.edu>
Signed-off-by: Yifan Qiao <yifanqiao@inferact.ai>
2026-03-31 17:58:37 -07:00
Yintong Lu f09daea261 [CPU] Support int8 compute mode in CPU AWQ (#35697)
Signed-off-by: Yintong Lu <yintong.lu@intel.com>
2026-03-31 15:27:37 +08:00
Andreas Karatzas 677424c7ac [Core][CI] Add opt-in media URL caching via VLLM_MEDIA_CACHE (#37123)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
2026-03-30 04:58:53 -07:00
Juan Pérez de AlgabaandRussell Bryant b111f8a61f fix(security): Add VLLM_MAX_N_SEQUENCES environment variable and enforce limit (#37952)
Signed-off-by: jperezde <jperezde@redhat.com>
Signed-off-by: Russell Bryant <rbryant@redhat.com>
Co-authored-by: Russell Bryant <rbryant@redhat.com>
2026-03-27 09:02:10 -04:00
Wei Zhaoandroot 0904b6550d Fix multi-node allreduce fusion (#38136)
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
Co-authored-by: root <root@theia0053.lyris.clusters.nvidia.com>
2026-03-26 20:24:36 +00:00
Kunshang Ji 6ae8bbd0c2 [XPU] Disable xpu graph by default (#38193)
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
2026-03-26 01:53:45 -07:00
Gregory ShtrasbergandMicah Williamson 189ddefbfd [ROCm] Attention selector reordering (#36702)
Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
Signed-off-by: Micah Williamson <micah.williamson@amd.com>
Co-authored-by: Micah Williamson <micah.williamson@amd.com>
2026-03-25 17:42:56 +08:00
RanranandWentao Ye dc6908ac6a [Bugfix] Register VLLM_BATCH_INVARIANT in envs.py to fix spurious unknown env var warning (#35007)
Signed-off-by: Ranran <1012869439@qq.com>
Signed-off-by: Ranran <hzz5361@psu.edu>
Signed-off-by: ran <hzz5361@psu.edu>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
2026-03-23 18:31:14 -04:00
Andreas Karatzas fb8b5e05fc [CI] Add retry with 4x backoff to HTTP fetches for transient failures (#37218)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
2026-03-19 19:00:20 +00:00
Zhengxu Chen e6ae4b1be1 [compile] Enable mega aot artifact for torch 2.12+. (#37198)
Signed-off-by: zhxchen17 <zhxchen17@fb.com>
2026-03-16 21:05:51 +00:00
7acaea634c In-Tree AMD Zen CPU Backend via zentorch [1/N] (#35970)
Signed-off-by: Lalithnarayan C <Lalithnarayan.C@amd.com>
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Co-authored-by: Chinmay-Kulkarni-AMD <Chinmay.Kulkarni@amd.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Co-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-03-15 23:35:35 +00:00
d5af196c18 [2/N] Elastic EP Milestone 2: Integrating NIXL-EP (#35627)
Signed-off-by: Itay Alroy <ialroy@nvidia.com>
Co-authored-by: Yongji Wu <wuyongji317@gmail.com>
Co-authored-by: Ron Tourgeman <rtourgeman@nvidia.com>
2026-03-13 09:25:33 -04:00
Xinan MiaoandSouthWest7 2cdf92228c [Feature]: Remove Chunking From FusedMoE (#34086)
Signed-off-by: SouthWest7 <am1ao@qq.com>
Signed-off-by: Southwest <1403572259@qq.com>
Signed-off-by: southwest <am1ao@qq.com>
Signed-off-by: Xinan Miao <1403572259@qq.com>
Co-authored-by: SouthWest7 <am1ao@qq.com>
2026-03-12 14:24:38 -04:00
caozuobaandRoger Wang 9e19f8338b [Perf] add packed recurrent fast path for decode (#36596)
Signed-off-by: hdj <1293066020@qq.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
2026-03-12 04:01:57 -07:00
Matthew Bonanni ebb9cc5f2b [UX][Startup] Account for CUDA graphs during memory profiling (#30515) 2026-03-07 13:49:23 -08:00
Jiayi YanandHarry Mellor 6a895197fa [Bugfix][CI] fix typos (#34934)
Signed-off-by: 1195343015 <1195343015@qq.com>
Signed-off-by: Jiayi Yan <66017932+1195343015@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2026-03-05 17:05:46 +00:00
6f0dd93801 [Core] Remove busy loop from idle buffer readers (#28053)
Signed-off-by: Joe Runde <Joseph.Runde@ibm.com>
Signed-off-by: Travis Johnson <tsjohnso@us.ibm.com>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Travis Johnson <tsjohnso@us.ibm.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
2026-03-04 07:44:20 +00:00
Rohan Potdar 3a8eef5869 [ROCm][Bugfix]: Disable AITER Triton ROPE by default (#35601)
Signed-off-by: Rohan138 <rohanpotdar138@gmail.com>
2026-03-03 13:43:56 -06:00
lin-shh 8fa68a8ce4 Fix TYPE_CHECKING stub defaults in envs.py to match actual runtime defaults (#35645) 2026-03-02 21:59:43 -08:00
Hanjie Qiu 96fc09503a [All Reduce] Change default backend of Flashinfer All Reduce to trtllm (#35793)
Signed-off-by: hjjq <hanjieq@nvidia.com>
2026-03-02 18:57:38 -05:00
dea268336f [1/N] Elastic EP Milestone 2 (#34861)
Signed-off-by: Yongji Wu <wuyongji317@gmail.com>
Signed-off-by: Itay Alroy <ialroy@nvidia.com>
Signed-off-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Signed-off-by: Ron Tourgeman <rtourgeman@nvidia.com>
Co-authored-by: Yongji Wu <wuyongji317@gmail.com>
Co-authored-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
Co-authored-by: Ron Tourgeman <rtourgeman@nvidia.com>
2026-02-28 04:46:42 +00:00
Angela Yi c29ee9c326 [compile] Invalidate cache for cpu flags (#35119)
Signed-off-by: angelayi <yiangela7@gmail.com>
2026-02-27 02:54:11 +00:00
71dfce6aa6 [Kernel] Refactor FlashInfer allreduce for mnnvl backend (#34109)
Signed-off-by: hjjq <50634613+hjjq@users.noreply.github.com>
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
Co-authored-by: wzhao18 <wzhao18.sz@gmail.com>
Co-authored-by: Wei Zhao <51183510+wzhao18@users.noreply.github.com>
2026-02-26 03:17:20 +00:00
160424a937 [Bugfix] Fix CUDA compatibility path setting for both datacenter and consumer NVIDIA GPUs (#33992)
Signed-off-by: Seungmin Kim <8457324+ehfd@users.noreply.github.com>
Signed-off-by: Andrew Mello <19512127+88plug@users.noreply.github.com>
Co-authored-by: 88plug <19512127+88plug@users.noreply.github.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
2026-02-25 18:15:51 -08:00
Laura WangandLu Fang 2465071510 [Perf] Add opt-in SM100 Oink RMSNorm custom-op path (#31828)
Signed-off-by: Laura Wang <3700467+Laurawly@users.noreply.github.com>
Co-authored-by: Lu Fang <30275821+houseroad@users.noreply.github.com>
2026-02-24 23:01:53 -08:00
Rohan Potdar f38f8c9742 [ROCm]: Enable customop and rope+kvcache fusion for AITER RoPE (#35180)
Signed-off-by: Rohan138 <rohanpotdar138@gmail.com>
2026-02-25 04:36:40 +00:00
Michael GoinandRobert Shaw a4bd661fb3 [Perf] Enable FlashInfer DeepGEMM swapAB on SM90 by default (#34924)
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
2026-02-23 17:34:41 -08:00
Andreas Karatzas 991d6bff38 [CI][MCP][Harmony] Heavy refactoring Harmony & MCP response tests and stabilizing with deterministic test infrastructure (#33949)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
2026-02-20 20:03:32 -08:00
kourosh hakhamaneshiandCursor c464b57374 [Ray] Propagate third-party env vars to Ray workers via prefix matching (#34383)
Signed-off-by: Kourosh Hakhamaneshi <kourosh@anyscale.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
2026-02-17 01:08:42 -08:00
Seiji Eicher 79c7e09235 [KV Connector] Add temporary, off-by-default VLLM_DISABLE_REQUEST_ID_RANDOMIZATION workaround (#34415)
Signed-off-by: Seiji Eicher <seiji@anyscale.com>
2026-02-14 23:26:10 -08:00
Wei ZhaoandMichael Goin 59d53066d8 [Feature] Support CPU Offloading without Pytorch Pinned Memory that leads to doubled allocation (#32993)
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
2026-02-13 08:11:26 -08:00